Physician, Medical AI Evaluation

Mindrift

. Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers .

Posted 10/30/2026part-timeRemote • Florida • United StatesMid-LevelSenior💰 $100 per hourWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates extensive clinical reasoning skills and multi-system diagnostic experience, with a focus on evidence-based guidelines and patient care. Holds an active medical license and board certification, contributing to medical AI evaluation and clinical content review.

Highest-signal resume keywords

Medical Degree (MD Or DO)Active, Unrestricted US Medical LicenseBoard Certification Or Completed Residency TrainingStrong Clinical ReasoningRecent Direct Patient Care

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Differential DiagnosisNext-Step ManagementEvidence-Based GuidelinesClinical Content ReviewMedical AnnotationQuality Assurance

Soft Skills

Strong Written English (C1+)

Tools & Technologies

Clinical EHR VignettesMedical AI Evaluation

Certifications & Qualifications

Board Certification

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineMulti-System Diagnostic Experience

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers
Review diagnosis and treatment tasks across cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
Score clinical reasoning quality, vignette accuracy and completeness, answer correctness and gradeability, and trap quality
Check whether reasoning chains reach answers from vignette facts alone
Correct reasoning traces and write short rationales
Participate in three independent blind reads followed by physician adjudication
Contribute to a project-based medical AI evaluation initiative for leading technology companies

Requirements

What you’ll need

Medical degree (MD or DO)
Active, unrestricted US medical license, verified at onboarding and re-checked monthly
Actively practicing physician
Board certification or completed residency training
Recent direct patient care; attending-level preferred
Broad, multi-system diagnostic and treatment experience in internal, family, emergency, or hospital medicine
Strong clinical reasoning, including differential diagnosis, next-step management, and evidence-based guidelines
Strong written English (C1+)
Prior medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience is a plus
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

Benefits

Comp & perks

Paid per approved task at about $100/hr equivalent, with a flat rate for every approved task
Flexible contribution schedule around clinical practice
Tasks estimated at about 10–20 hours/week while the project is active
Work from anywhere
No patient contact
No malpractice exposure
$50 one-time onboarding reward after the first production task is approved
Incentives for high-quality approved tasks
Higher rate for QA and adjudication tasks